Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-03-02 1.179740 1.438186 1.768754 2.235271 2.899213 3.849529 5.396275
2025-03-09 0.832161 1.111317 1.523152 2.218722 3.473540 5.940008 12.359556
2025-03-16 0.643051 0.905012 1.325950 2.125025 3.837561 8.245969 27.595877
2025-03-23 0.555082 0.816462 1.268734 2.224943 4.664025 13.298399 106.395516
2025-03-30 0.484320 0.735072 1.192959 2.244375 5.345713 20.379501 922.447337
2025-04-06 0.424507 0.658609 1.102833 2.187324 5.777938 29.122480 NaN
2025-04-13 0.379624 0.600058 1.032395 2.146843 6.260739 43.298725 NaN
2025-04-20 0.360139 0.584431 1.045656 2.334660 7.998875 108.166300 NaN
2025-04-27 0.338314 0.560291 1.034060 2.448624 9.711109 325.460489 NaN
2025-05-04 0.313181 0.525679 0.990642 2.443629 10.814339 1087.241267 NaN
2025-05-11 0.287548 0.486701 0.929316 2.353389 11.219481 4074.951657 NaN
2025-05-18 0.271893 0.466346 0.909435 2.404582 13.048429 NaN NaN
2025-05-25 0.259961 0.452813 0.905359 2.523087 16.257930 NaN NaN
2025-06-01 0.245050 0.431186 0.876566 2.532432 18.542867 NaN NaN
2025-06-08 0.227894 0.402861 0.825278 2.424826 18.910821 NaN NaN
2025-06-15 0.219901 0.393890 0.824882 2.546793 24.226160 NaN NaN
2025-06-22 0.209729 0.378911 0.805132 2.570584 28.333042 NaN NaN
2025-06-29 0.198065 0.359443 0.769609 2.501463 29.967795 NaN NaN
2025-07-06 0.188013 0.342831 0.740067 2.452488 32.296641 NaN NaN
2025-07-13 0.185313 0.342973 0.759718 2.680395 49.667393 NaN NaN
2025-07-20 0.180541 0.337729 0.762297 2.819465 70.673843 NaN NaN
2025-07-27 0.173281 0.325872 0.742494 2.813357 83.910990 NaN NaN
2025-08-03 0.164702 0.310192 0.708616 2.703210 84.880433 NaN NaN